My research focuses on the theoretical and algorithmic foundations of deep learning. I am interested in mathematically analyzing aspects of expressiveness, optimization and generalization, with the goal of deriving theoretically founded procedures and algorithms that will improve practical performance.
Google Research Scholar Award
Zuckerman Postdoctoral Fellowship
Rothschild Postdoctoral Fellowship
Google Doctoral Fellowship in Machine Learning